Hardware Podcasts

S2 E5: Rapid Prototyping Deep Dive with Greg Paulsen

The Builder Circle · 23 Jan 2024 · 1h 06m

AI in practice: 2 real uses of AI described

What this episode covers

Greg Paulsen, Director of Applications, Engineering and Marketing at Xometry, discusses the complexities of rapid prototyping and the transition to mass production. He details the pros and cons of various 3D printing technologies, including filament-based FDM, powder bed fusion (SLS, MJF), and resin-based methods (SLA, DLS), explaining how each affects design constraints and scalability. Paulsen highlights common hardware horror stories, such as designing for 3D printing without considering injection molding requirements, leading to prohibitive costs and tooling issues. He emphasizes the importance of clear communication with manufacturers and using AI-driven tools to optimize designs for manufacturability early in the process.

AI in practice

Where this conversation describes AI being used to build or deliver a product. Part of the AI in practice tracker.

Engineering & simulationXometry's Instant Quoting Enginemillions of parts quoted

Xometry uses machine learning to interpret 3D models and predict competitive marketplace pricing for manufacturing processes, enabling instant quotes without manual cost-plus calculations.

“So it's that machine learning black box where you just give it a bunch of information and over iterations and iterations, a decade of information, millions of parts quoted and. We're, and also we are on dog food, right? We're sourcing directly to our manufacturer paying for this.”

Greg Paulson ·

Running the companyXometry's AI-driven matchmaking84 percent chance

Xometry uses AI to match suppliers with jobs based on their historical behavior and capabilities, providing a match score to predict job acceptance likelihood and improve relevance.

“And we use AI for our AI driven matchmaking as well. Not just what you say you do, but do you actually do it? Suppliers, based on their behavior in the work. We worked to build, we worked to actually match relevant work with the suppliers.”

Greg Paulson ·

Most relevant to

early-stage companies

Topics

Mentioned

Companies
Xometry, Carbon, Formlabs, Adidas, Tanso 3d, Catify AI
Also
SLS, MJF, SLA, DLS, FDM, Onshape, Autodesk Fusion 360

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